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AI Agent Builder & Digital Transformation

Alexey Berezka

The best way to predict the future is to invent it.

I build AI agents and automation systems that get deployed — and research how organizations should adopt them. M.Sc. at KIT, currently at Kyocera, 10 years engineering at ZF, Typhoon, Stream.

I build AI systems. Then I help organizations deploy them.

AI agents, automation pipelines, multi-model workflows — I ship these in production and run them daily. That hands-on practice informs everything else I do.

At KIT HECTOR School I'm finishing an M.Sc. researching how organizations should evaluate and adopt AI — structured decision frameworks, not vendor hype. Backed by expert interviews, quantitative analysis, and a decade of engineering reality.

10 years across embedded systems, data analytics, and AI — in automotive, aviation, finance. I understand the full stack: from infrastructure constraints to boardroom decisions.

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Lang. spoken
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Industries
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Based in Karlsruhe, Germany
Education B.Sc. RTU · Ing. UWB Plzeň · M.Sc. KIT (in progress)
Research MCDM for AI Adoption in SMEs
Languages RU · EN · DE · CZ
Status AI Transformation · Digital Leadership · Open to work

Technology I work with

AI & Machine Learning
🤖
AI Agents
GPT-5
💎
Gemini 2.5
⚙️
MCP Protocol
🧰
Claude Agent SDK
🏠
Ollama / Local LLM
🔗
RAG / Embeddings
🎤
Whisper STT
📊
MCDM / AHP
Engineering & Development
🐍
Python
🔧
C / C++
🗄️
SQL
📡
CAN / Embedded
📈
SAS / ETL
🔬
MATLAB
Infrastructure & DevOps
🐳
Docker
🌐
Nginx
🚀
Hetzner VPS
🔀
Git / CI-CD
n8n / Automation
📦
Telegram API

From factory floor to AI deployment

Werkstudent — AI Digital Transformation May 2026 — present

Kyocera Automotive and Industrial Solutions

Dietzenbach, Germany

AI and digital transformation work inside a German industrial environment — applying engineering practice and M.Sc. research to real operations.

AI Adoption Digital Transformation Industry 4.0
Executive M.Sc. 2024 — now

Karlsruhe Institute of Technology

KIT HECTOR School

Executive M.Sc. at KIT HECTOR School (90 ECTS, ~20 months) — KIT's technology business school for working engineers. Curriculum interleaves engineering depth (digital platforms, AI, software, security) with management breadth (strategy, decisions, finance, innovation). Specialisation in Autonomous Robotics — smart manufacturing and Industry 4.0. Built to bridge IT and business — engineers leading digital transformation, not just executing it. The programme rebuilt how I think about technology decisions: not "what's technically possible" but "what's the right thing given strategy, capability, and risk."

Strategy Information Systems Decision Theory Digital Transformation
Embedded Software Developer 2019 — 2023

ZF Pilsen

Commercial Vehicles Division — Tier 1 Automotive Supplier

Shipped embedded software for production ECUs in a regulated, safety-critical environment. Cut validation cycles 25% by automating HiL testing pipelines.

C/C++ HiL/SiL Jenkins Git CAN
Engineer 2017 — 2018

Typhoon Research & Production Association

Aviation Weather Systems

Designed measurement systems for aviation weather monitoring. Developed sensor-based data acquisition in a regulated environment requiring documentation rigor.

PCB Design MATLAB Electronics
Data Analytics Engineer 2016 — 2017

Stream

Analytics & Data

Built predictive models for customer segmentation and automated reporting pipelines — eliminating 40% of manual analyst workload.

SAS Python SQL ETL

AI systems I've built and run in production

🌳
Live

The Tree AI

Multi-agent AI system running 24/7 on my own server — voice in, voice out, smart home control, adaptive personas, calendar, email. Not a demo. A production AI I use every day.

Python Claude API Whisper Telegram MCP
📊
Live

Investment Telegram Bots

Fully autonomous AI pipeline: collects market data, runs LLM analysis, and publishes insights to Telegram channels on schedule — zero manual intervention.

Python Telegram API LLM Automation
🏗️
Live

Self-Hosted Cloud

Personal infrastructure on Hetzner VPS: workflow automation (n8n), DNS ad-blocking, reverse proxy, monitoring — all containerized in Docker.

Docker Nginx Linux n8n
🖨️
Hobby

3D Modeling & Printing

3D printing as a hobby — refrigerator magnets of local landmarks, custom functional prints, and STL models I share on MakerWorld.

FDM CAD MakerWorld
🌐
Live

Web Design & Development

This site is an example. I build clean multilingual sites for professionals and small organisations — recent work for a sworn DE/RU/IT court translator. Get in touch if you need one that reads natively in every market.

Hugo i18n SEO Nginx

🔬 M.Sc. Research: AI Adoption Framework

Multi-Criteria Decision Making framework for evaluating AI adoption in SMEs. Built on expert interviews across 4 industries, quantitative analysis, and AHP modeling. Gives organizations a repeatable methodology to replace gut-feel AI decisions. Past theses: stratospheric-balloon gondola electronics (Ing., UWB Pilsen 2021); multi-scale phase rangefinding for spacecraft tracking, with applications in geostationary-orbit launches (B.Sc., RTU 2018).

KIT HECTOR School MCDM Industry 4.0 AI Adoption SME Research
📋Expert Interviews
🎤Quantitative Analysis
📈MCDM / AHP

Life & Work on Instagram

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@alexey.berezka
AI builder · 3D printing · Life in Karlsruhe 🇩🇪
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Let's put AI to work in your organization

Looking for an AI Transformation consultant or Digital Project Manager? I combine hands-on AI engineering with strategic business acumen — and I'm seeking senior AI / Digital Transformation roles in Germany.

Seeking AI Transformation & Digital Leadership roles · Germany